Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).
☆210Sep 12, 2023Updated 3 years ago
Alternatives and similar repositories for TrAISformer
Users that are interested in TrAISformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Jan 29, 2024Updated 2 years ago
- ☆37May 2, 2021Updated 5 years ago
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆126Apr 20, 2021Updated 5 years ago
- Official implementation of the paper "Vessel trajectory prediction with recurrent neural networks: An evaluation of datasets, features, a…☆24Jan 26, 2024Updated 2 years ago
- RNN Application of Coordinate Systems for Vesssel Trajectory prediction☆17Oct 5, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- LSTM Keras Neural Network to predict ship location using Danish AIS data☆54Sep 4, 2018Updated 8 years ago
- Vessel traffic data, or Automatic Identification System (AIS) data, are collected by the U.S. Coast Guard through an onboard navigation s…☆23Nov 3, 2019Updated 6 years ago
- 利用transformer进行船舶轨迹预测。☆78May 7, 2023Updated 3 years ago
- This is an repository for the paper named 'a novel ship movement classification from AIS data based on convolutional neural network'.☆42Apr 17, 2020Updated 6 years ago
- A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.☆52Aug 31, 2021Updated 5 years ago
- Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering☆23Jul 27, 2021Updated 5 years ago
- A geometric-driven semi-supervised approach for fishing activity detection from AIS data.☆13Aug 24, 2022Updated 4 years ago
- Implement the Douglas-Peucker algorithm to compress trajectories.☆11Sep 10, 2015Updated 11 years ago
- This repository contains a comprehensive review and methodological analysis of AIS data-driven maritime monitoring based on Transformer m…☆33Jan 7, 2026Updated 9 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆14Feb 7, 2023Updated 3 years ago
- Risk distribution of collision of ships along China's coast☆37Oct 15, 2020Updated 6 years ago
- Detecting automatic identification system (AIS) on-off switching anomalies, unusual turn detection, and deviation of trajectories of vess…☆36Jun 13, 2021Updated 5 years ago
- Modeling ship performance curves to reduce fuel consumption☆26Jul 6, 2023Updated 3 years ago
- Source code for the "Collision Risk Assessment and Forecasting on Maritime Data" paper☆13Oct 8, 2023Updated 3 years ago
- [TITS 2023] Dataset-Asynchronous Trajectory Matching-based Multimodal Maritime Data Fusion for Vessel Traffic Surveillance in Inland Wate…☆91Feb 2, 2026Updated 8 months ago
- Dataset of vessel trajectories recorded using AIS in the Ushant region☆13Jul 22, 2019Updated 7 years ago
- A socially-aware trajectory prediction algorithm☆35Sep 30, 2022Updated 4 years ago
- Code for "Transformer Networks for Trajectory Forecasting"☆414Jul 15, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A path-following ship and high fidelity ship simulator packages for ROS2. It's my undergraduate thesis for the obtention of the Mechatron…☆10Feb 1, 2023Updated 3 years ago
- Public repository for the paper Revealing the Global Longline Fleet with SAR.☆17Dec 7, 2022Updated 3 years ago
- Process automatic identification system (AIS) shipping data for various development purposes☆17Nov 30, 2021Updated 4 years ago
- 基于深度学习的轨道交通客流实时分析预测系统(后端)☆10Sep 5, 2023Updated 3 years ago
- Predict Flight Trajectory based on Flight Plans and Weather Data☆16Sep 12, 2022Updated 4 years ago
- A Pandas-Based Computational Framework for the Detection of Ship Stop Points in AIS Data☆20Dec 9, 2024Updated last year
- 基于改进CNN和OpenCV的行人轨迹实时预测系统(源码&教程)☆40Nov 29, 2023Updated 2 years ago
- Adaptive Beam Scheduling Algorithm for an Agile Beam Radar in Multi-Target Tracking using Interacting Multiple Model Kalman Filters IMMKF…☆20May 18, 2023Updated 3 years ago
- Inertial Motion Transformer for Indoor Navigation☆17Dec 10, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- The code implementation of the FlightBERT++.☆22Jun 16, 2025Updated last year
- trajectory recovery; trajectory anomaly detection; 轨迹修复; 轨迹异常检测☆28Apr 24, 2023Updated 3 years ago
- PARA-ATM Research Collection☆27Jan 13, 2024Updated 2 years ago
- Collision detection; Ship domain☆13Sep 19, 2019Updated 7 years ago
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Jan 6, 2022Updated 4 years ago
- Code for the paper "Transformer based Online Continuous Multi-Target Tracking with State Regression"☆15Mar 20, 2024Updated 2 years ago
- An open-source Python toolkit for preprocessing and analysis of vessel spatio-temporal trajectories.☆23Aug 21, 2022Updated 4 years ago